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.
ZNF512 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
5.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
ZNF512 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
9.5
Number of samples
486
Samples
Sample
Description
TPM
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
6.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
6.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
6.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
6.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
5.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
5.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
5.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
5.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
5.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
5.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
5.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
5.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
4.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
4.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
4.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
4.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
3.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
3.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
2.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
2.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
2.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
2.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
1.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
1.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
1.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
0.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF512 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
6.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF512 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
6.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
6.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
5.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
5.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
5.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
5.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
5.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
4.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
4.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
3.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
3.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
3.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
3.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
3.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
2.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
2.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
2.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
2.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.8
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.2
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
