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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.
TAF12 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
17.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
31.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
22.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 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.
TAF12 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
18.6
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
161.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
40.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.7
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.
TAF12 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
18.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
35.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
19.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAF12 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
16.4
Number of samples
207
Samples
Sample
Description
TPM
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.8
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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
