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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.
RPP38 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
50.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
35.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
35.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
31.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
23.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
RPP38 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.6
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPP38 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
20.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPP38 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
18.6
Number of samples
207
Samples
Sample
Description
TPM
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.8
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.9
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-1.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-1.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
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
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
