We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TANC2 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
2.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
TANC2 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
17.0
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
79.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
71.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
69.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
60.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
59.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
56.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
52.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
48.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
46.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
44.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
44.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
42.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
40.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
39.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
38.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
38.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
35.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
5.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
5.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
5.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
4.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
4.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
4.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
4.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
3.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
3.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
3.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
1.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TANC2 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
1.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TANC2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
63.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
59.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
52.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
50.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
41.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
38.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
6.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
5.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
5.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
4.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
4.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
4.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
4.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
4.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
4.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
3.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
3.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
2.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
2.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
2.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
2.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
2.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
1.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
1.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
