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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.
PATJ 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
14.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
107.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 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.
PATJ 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
28.6
Number of samples
486
Samples
Sample
Description
TPM
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
68.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
67.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
65.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
60.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
60.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
58.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
58.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
56.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
55.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
54.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
54.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
54.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
53.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
52.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
51.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
51.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
50.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
49.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
49.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
49.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
49.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
47.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
47.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
46.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
46.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
44.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
44.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
43.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
43.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
42.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
42.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
42.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
41.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
41.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
41.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
41.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
41.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
41.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
40.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
39.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
39.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
39.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
38.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
37.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
37.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
37.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
37.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
36.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
36.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
34.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
34.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
33.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
31.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
PATJ 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
14.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
PATJ 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
28.3
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
52.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
51.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
51.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
50.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
50.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
48.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
47.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
45.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
43.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
43.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
43.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
42.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
41.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
40.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
39.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
38.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
38.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
38.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
37.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
37.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
36.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
35.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
35.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
34.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
31.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
31.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
21.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.8
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.8
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-2.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.