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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMURF2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
1.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 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.
SMURF2 is potential prognostic, high expression is unfavorable 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
15.8
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
105.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
46.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
44.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
43.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
34.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
SMURF2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 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-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.2
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.
SMURF2 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
14.6
Number of samples
207
Samples
Sample
Description
TPM
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
37.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
