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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.
PRPF3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
55.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
41.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
40.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
39.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
37.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
35.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
33.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
25.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
PRPF3 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
29.9
Number of samples
486
Samples
Sample
Description
TPM
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
81.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
73.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
58.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
58.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
58.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
57.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
54.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
53.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
51.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
51.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
50.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
50.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
50.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
50.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
49.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
49.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
48.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
48.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
48.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
47.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
47.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
46.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
46.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
46.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
44.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
44.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
44.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
44.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
43.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
43.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
42.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
42.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
42.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
41.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
41.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
41.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
40.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
40.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
39.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
37.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
36.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
34.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
33.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
PRPF3 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
22.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
43.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
40.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
40.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
40.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
37.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
32.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
29.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.1
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.
PRPF3 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
31.0
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
62.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
55.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
52.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
50.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
49.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
49.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
48.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
48.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
48.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
48.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
48.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
47.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
47.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
46.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
45.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
45.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
45.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
44.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
42.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
42.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
42.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
42.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
41.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
41.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
41.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
40.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
40.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
40.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
40.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
38.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
38.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
37.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
37.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
36.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
36.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
36.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
34.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
34.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
29.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.5
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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
1.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
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Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
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Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
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Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
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Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
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Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
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Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
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Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
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Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
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Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.3
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
