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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.
TUT7 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
10.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
44.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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.
TUT7 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
40.9
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
127.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
84.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
80.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
78.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
74.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
69.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
67.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
67.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
66.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
65.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
65.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
64.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
64.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
64.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
63.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
63.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
63.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
61.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
60.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
59.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
59.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
58.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
58.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
58.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
57.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
57.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
57.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
57.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
57.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
57.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
56.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
55.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
55.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
55.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
54.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
54.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
54.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
54.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
54.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
54.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
54.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
53.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
53.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
53.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
52.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
52.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
52.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
52.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
52.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
52.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
52.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
52.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
52.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
52.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
52.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
52.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
51.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
51.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
51.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
51.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
51.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
50.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
50.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
50.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
50.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
50.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
50.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
50.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
50.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
50.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
50.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
50.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
50.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
50.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
50.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
50.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
49.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
49.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
49.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
49.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
49.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
49.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
49.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
49.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
49.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
48.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
48.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
48.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
48.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
48.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
48.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
48.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
48.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
48.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
48.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
48.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
48.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
48.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
48.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
48.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
48.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
47.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
47.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
47.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
47.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
47.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
47.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
47.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
47.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
46.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
46.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
46.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
46.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
46.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
46.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
46.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
46.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
46.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
46.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
46.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
46.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
46.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
46.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
46.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
45.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
45.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
45.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
45.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
45.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
45.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
45.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
45.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
45.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
45.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
45.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
45.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
45.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
44.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
44.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
44.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
44.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
44.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
44.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
44.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
44.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
44.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
44.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
43.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
43.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
43.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
43.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
43.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
43.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
43.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
43.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
43.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
43.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
43.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
43.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
42.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
42.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
42.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
42.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
42.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
42.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
42.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
42.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
42.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
42.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
41.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
41.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
41.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
41.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
41.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
41.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
41.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
41.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
41.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
41.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
41.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
41.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
41.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
41.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
41.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
40.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
40.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
40.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
40.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
40.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
40.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
40.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
40.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
40.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
40.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
40.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
40.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
40.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
40.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
40.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
40.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
40.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
40.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
39.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
39.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
39.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
39.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
39.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
39.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
39.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
39.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
39.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
39.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
38.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
38.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
38.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
38.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
38.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
38.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
37.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
37.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
37.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
37.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
37.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
37.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
36.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
36.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
36.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
36.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
36.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
36.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
35.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
35.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
35.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
34.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
34.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
34.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
33.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
32.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.1
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.
TUT7 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
11.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TUT7 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
41.7
Number of samples
207
Samples
Sample
Description
TPM
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
84.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
72.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
70.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
65.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
61.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
60.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
60.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
59.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
59.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
58.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
57.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
57.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
57.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
56.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
56.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
56.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
56.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
55.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
55.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
54.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
54.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
54.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
54.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
53.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
53.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
53.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
53.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
52.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
51.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
51.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
51.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
51.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
51.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
50.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
50.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
49.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
49.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
49.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
49.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
49.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
49.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
49.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
49.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
48.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
48.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
48.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
47.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
47.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
47.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
47.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
47.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
47.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
47.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
46.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
46.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
46.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
46.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
46.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
45.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
45.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
45.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
44.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
44.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
44.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
44.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
44.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
44.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
44.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
44.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
43.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
43.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
43.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
43.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
43.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
43.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
43.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
42.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
42.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
42.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
42.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
42.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
42.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
42.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
42.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
42.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
42.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
42.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
42.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
42.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
41.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
41.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
41.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
41.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
41.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
41.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
41.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
40.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
40.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
40.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
40.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
40.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
40.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
40.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
40.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
39.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
39.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
39.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
39.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
39.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
38.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
38.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
38.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
38.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
38.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
37.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
37.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
37.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
37.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
37.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
36.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
36.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
36.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
36.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
36.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
36.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
36.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
35.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
35.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
35.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
34.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
33.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
31.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
27.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
