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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.
PAQR8 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
19.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
87.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
80.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
69.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
65.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
59.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
50.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
48.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
46.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
45.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
45.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
44.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
43.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
43.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
42.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
42.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
42.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
41.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
41.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
37.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
37.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
33.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
33.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
32.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
31.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
31.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
25.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 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.
PAQR8 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
26.2
Number of samples
486
Samples
Sample
Description
TPM
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
133.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
90.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
90.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
86.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
78.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
77.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
73.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
73.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
72.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
71.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
68.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
66.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
66.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
65.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
63.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
61.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
60.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
60.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
57.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
56.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
56.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
54.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
54.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
53.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
53.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
53.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
51.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
51.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
51.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
51.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
51.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
50.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
50.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
50.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
49.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
49.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
48.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
47.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
47.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
47.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
47.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
46.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
46.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
46.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
45.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
44.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
44.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
44.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
44.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
44.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
43.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
43.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
43.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
43.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
42.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
42.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
42.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
41.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
40.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
40.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
40.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
40.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
39.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
39.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
39.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
38.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
38.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
37.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
36.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
34.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
6.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
PAQR8 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
20.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
112.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
76.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
44.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
39.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
38.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
37.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
33.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
29.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
PAQR8 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
26.0
Number of samples
207
Samples
Sample
Description
TPM
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
87.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
75.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
61.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
58.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
57.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
57.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
57.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
56.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
55.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
55.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
54.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
53.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
52.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
50.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
50.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
49.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
48.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
48.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
48.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
48.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
47.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
47.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
46.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
46.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
44.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
44.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
44.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
44.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
41.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
41.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
39.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
39.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
39.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
37.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.0
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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.
The Human Protein Atlas project is funded
