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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.
FPR1 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
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
170.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
120.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
58.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
34.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
32.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
FPR1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.5
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
177.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
135.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
118.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
106.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
103.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
94.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
93.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
90.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
77.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
77.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
77.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
73.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
73.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
71.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
68.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
68.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
64.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
62.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
56.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
55.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
53.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
53.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
52.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
52.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
52.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
52.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
51.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
51.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
50.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
49.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
49.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
47.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
45.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
43.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
43.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
42.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
41.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
41.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
41.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
41.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
41.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
41.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
40.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
40.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
39.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
39.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
38.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
37.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
37.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
35.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
34.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
5.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
5.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
5.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
5.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
5.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
5.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
5.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
4.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
4.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
4.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
4.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
4.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
4.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
3.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
3.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
3.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
3.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
3.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
3.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
3.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
2.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
2.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
2.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.9
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.
FPR1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 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.
FPR1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
110.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
97.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
81.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
80.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
79.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
68.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
61.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
60.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
53.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
48.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
48.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
47.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
42.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
41.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
35.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
5.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
4.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
4.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
4.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
4.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
3.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
3.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
3.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
3.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
3.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
2.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
2.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
2.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.3
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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
