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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STS is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.4
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
1.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 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.
STS 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
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
51.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
44.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
39.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
34.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
STS is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
73.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
STS is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
50.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
35.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
