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.
NOL12 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
20.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
44.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
43.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
39.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
35.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
35.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
33.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
29.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
28.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 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.
NOL12 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
15.4
Number of samples
486
Samples
Sample
Description
TPM
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
5.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
5.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
4.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
4.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
2.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 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.
NOL12 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
19.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
39.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
36.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
33.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
25.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
20.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
16.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
NOL12 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
15.1
Number of samples
207
Samples
Sample
Description
TPM
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
6.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
3.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
2.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
