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.
STK36 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
3.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
STK36 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
14.3
Number of samples
486
Samples
Sample
Description
TPM
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
STK36 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
3.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STK36 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.3
Number of samples
207
Samples
Sample
Description
TPM
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
38.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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
