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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BCL2L12 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
30.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
85.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
67.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
66.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
62.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
60.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
58.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
52.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
52.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
50.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
50.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
49.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
49.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
49.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
48.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
48.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
48.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
48.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
48.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
47.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
47.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
46.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
46.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
46.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
44.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
43.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
43.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
43.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
43.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
42.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
42.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
41.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
41.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
41.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
41.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
41.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
41.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
41.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
41.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
40.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
40.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
40.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
40.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
40.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
40.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
39.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
39.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
39.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
38.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
38.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
38.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
38.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
37.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
37.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
37.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
37.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
37.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
36.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
36.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
36.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
35.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
35.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
35.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
34.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
32.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
32.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
31.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
29.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
29.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 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.
BCL2L12 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
19.2
Number of samples
486
Samples
Sample
Description
TPM
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
49.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
49.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
41.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
40.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
38.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
35.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
34.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
BCL2L12 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
27.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
60.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
60.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
55.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
52.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
51.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
51.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
47.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
46.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
43.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
42.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
39.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
38.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
38.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
38.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
38.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
37.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
36.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
32.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
31.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
29.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
27.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
BCL2L12 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
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
