We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IRS1 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
5.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
IRS1 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
6.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
6.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
3.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
3.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
3.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
3.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
3.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
3.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
2.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
1.8
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.
IRS1 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
5.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IRS1 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
12.5
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
5.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
4.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
4.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
1.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
1.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
1.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
1.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.0
963fc8db-f412-4427-a198-23f660_D2
Normal
1.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.9
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.9
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.8
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.8
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.8
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.8
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.8
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.8
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.9
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.9
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-1.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_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
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
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
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
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
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
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
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_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
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
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
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
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
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
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
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
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
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
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
