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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.
PRPF38A 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
9.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 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.
PRPF38A 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
12.5
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
40.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRPF38A 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
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
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.
PRPF38A 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
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
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Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_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
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Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
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Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
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Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
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Tumor
0.1
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Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
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Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
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Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
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Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
