We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF320 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
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 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.
ZNF320 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
48.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
6.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
6.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
5.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
4.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
4.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
3.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
3.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
3.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
1.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF320 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
7.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 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.
ZNF320 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
14.1
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
40.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
4.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
3.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
3.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
2.6
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
