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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.
TANC1 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
4.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
TANC1 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
17.2
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
TANC1 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
4.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TANC1 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
16.9
Number of samples
207
Samples
Sample
Description
TPM
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
47d2a435-b203-4438-ae72-53c424_D2
Normal
1.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
