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.
SCD5 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
SCD5 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
12.7
Number of samples
486
Samples
Sample
Description
TPM
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
5.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
SCD5 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.9
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.
SCD5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
268.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
4.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
2.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
1.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-1.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-1.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
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
