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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.
PDCD2 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
47.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
102.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
91.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
91.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
80.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
79.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
73.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
73.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
72.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
72.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
71.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
70.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
70.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
70.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
70.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
69.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
68.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
67.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
67.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
67.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
66.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
65.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
65.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
65.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
64.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
64.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
64.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
63.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
63.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
63.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
62.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
62.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
62.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
62.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
60.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
60.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
59.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
59.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
58.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
58.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
58.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
58.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
58.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
57.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
57.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
57.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
57.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
57.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
57.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
56.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
56.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
56.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
55.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
55.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
55.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
55.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
54.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
54.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
54.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
54.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
54.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
54.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
54.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
54.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
54.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
53.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
53.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
53.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
53.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
53.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
52.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
52.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
52.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
52.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
52.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
51.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
51.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
51.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
51.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
51.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
51.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
51.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
51.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
50.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
50.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
50.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
50.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
50.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
50.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
50.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
50.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
50.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
50.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
49.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
49.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
49.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
49.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
49.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
49.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
49.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
49.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
49.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
49.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
48.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
48.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
48.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
48.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
48.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
48.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
48.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
48.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
48.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
48.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
47.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
47.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
47.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
47.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
47.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
47.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
47.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
47.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
47.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
47.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
47.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
46.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
46.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
46.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
46.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
46.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
46.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
46.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
46.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
46.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
45.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
45.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
45.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
45.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
45.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
44.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
44.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
44.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
44.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
44.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
44.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
43.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
43.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
43.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
43.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
43.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
43.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
43.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
43.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
42.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
42.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
42.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
42.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
42.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
42.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
41.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
41.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
41.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
40.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
40.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
40.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
40.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
40.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
40.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
40.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
40.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
39.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
39.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
38.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
38.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
38.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
38.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
38.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
38.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
38.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
38.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
37.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
37.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
37.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
37.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
36.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
36.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
36.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
36.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
36.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
36.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
35.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
35.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
34.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
34.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
34.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
34.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
34.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
34.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
33.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
33.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
33.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
33.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
31.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
31.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
PDCD2 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
35.2
Number of samples
486
Samples
Sample
Description
TPM
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
82.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
77.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
63.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
62.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
60.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
60.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
60.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
59.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
58.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
58.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
58.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
58.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
57.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
57.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
55.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
55.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
55.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
54.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
54.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
54.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
53.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
53.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
53.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
52.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
52.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
52.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
51.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
51.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
51.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
51.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
49.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
49.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
49.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
49.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
48.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
48.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
48.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
48.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
48.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
48.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
48.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
48.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
48.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
47.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
47.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
47.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
47.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
47.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
47.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
47.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
47.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
47.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
47.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
46.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
46.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
46.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
46.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
46.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
46.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
45.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
45.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
45.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
45.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
45.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
45.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
44.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
44.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
44.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
44.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
44.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
44.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
44.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
44.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
43.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
43.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
43.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
43.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
43.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
43.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
43.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
43.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
43.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
43.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
42.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
42.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
42.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
42.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
42.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
42.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
42.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
41.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
41.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
41.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
41.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
41.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
41.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
41.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
41.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
41.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
40.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
40.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
40.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
40.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
40.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
39.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
39.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
39.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
39.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
39.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
39.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
39.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
38.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
38.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
38.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
38.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
38.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
38.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
38.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
38.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
38.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
37.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
37.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
37.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
37.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
37.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
37.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
35.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
35.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
35.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
35.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
34.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
34.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
33.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
32.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.3
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.
PDCD2 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
49.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
106.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
93.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
90.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
75.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
75.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
71.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
71.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
71.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
70.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
69.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
65.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
63.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
63.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
61.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
61.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
61.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
60.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
60.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
59.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
59.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
58.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
57.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
57.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
57.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
55.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
55.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
55.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
55.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
55.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
54.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
53.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
53.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
52.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
52.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
51.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
51.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
51.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
50.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
50.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
50.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
49.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
49.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
49.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
49.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
48.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
48.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
48.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
47.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
47.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
47.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
47.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
47.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
46.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
45.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
45.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
44.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
44.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
43.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
43.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
43.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
43.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
42.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
41.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
41.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
41.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
39.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
39.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
37.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
36.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
33.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
33.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
32.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
31.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDCD2 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
33.6
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
68.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
61.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
57.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
57.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
54.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
53.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
52.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
51.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
50.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
50.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
50.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
49.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
49.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
49.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
49.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
47.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
47.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
46.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
46.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
45.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
45.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
45.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
44.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
44.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
44.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
42.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
42.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
42.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
42.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
41.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
41.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
41.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
39.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
39.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
38.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
38.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
38.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
38.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
38.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
38.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
38.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
38.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
37.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
36.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
35.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
35.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
34.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
34.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
34.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
31.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
31.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
27.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.8
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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
