We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGHV3-20 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
13.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
219.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
166.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
133.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
111.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
95.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
91.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
90.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
88.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
79.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
78.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
64.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
59.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
58.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
56.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
53.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
52.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
50.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
48.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
47.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
47.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
46.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
40.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
38.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
37.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
30.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
1.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
0.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 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.
IGHV3-20 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
23.1
Number of samples
486
Samples
Sample
Description
TPM
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
216.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
192.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
182.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
171.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
144.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
138.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
130.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
125.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
124.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
117.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
115.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
112.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
111.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
107.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
99.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
95.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
94.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
82.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
80.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
79.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
79.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
79.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
78.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
76.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
76.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
76.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
74.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
74.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
71.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
71.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
70.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
68.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
67.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
66.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
65.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
65.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
64.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
63.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
63.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
62.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
61.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
60.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
59.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
59.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
58.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
58.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
57.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
57.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
57.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
57.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
56.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
56.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
55.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
55.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
55.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
54.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
53.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
52.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
52.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
52.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
51.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
50.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
50.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
50.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
48.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
48.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
48.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
47.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
47.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
47.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
46.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
45.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
44.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
44.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
43.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
42.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
41.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
41.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
38.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
38.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
36.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
35.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
33.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
6.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
5.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
5.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
5.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
5.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
4.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
4.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
4.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
4.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
4.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
4.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
4.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
4.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
4.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
4.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
4.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
4.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
4.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
4.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
3.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
3.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
3.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
3.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
3.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
3.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
3.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
3.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
3.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
3.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
3.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
3.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
3.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
3.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
3.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
3.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
3.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
2.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
2.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
2.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
2.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
2.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
2.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
2.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
2.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
2.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
2.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
2.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
2.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
2.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
2.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
2.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
2.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
2.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
2.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
2.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
2.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
1.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
1.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
1.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
1.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
1.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
1.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
1.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
1.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
1.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
1.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
1.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
1.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
1.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
1.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
1.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
1.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
1.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
1.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
1.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
1.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
1.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
1.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
1.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
0.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
0.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
0.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
0.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
0.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
0.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
0.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
0.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
0.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
0.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
0.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
0.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
0.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
0.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
0.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
0.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
0.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
0.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
0.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
0.0
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.
IGHV3-20 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
11.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
106.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
102.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
68.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
62.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
51.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
50.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
46.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
39.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
37.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
IGHV3-20 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
23.1
Number of samples
207
Samples
Sample
Description
TPM
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
196.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
147.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
129.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
102.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
98.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
97.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
87.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
81.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
78.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
71.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
70.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
70.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
68.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
66.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
63.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
63.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
63.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
61.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
56.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
52.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
52.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
51.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
51.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
50.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
48.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
48.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
48.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
47.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
45.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
44.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
42.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
40.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
40.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
39.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
38.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
38.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
37.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
33.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
5.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
4.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
4.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
4.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
3.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
3.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
3.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
3.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
3.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
3.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
3.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
2.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
2.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
1.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
1.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
1.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
1.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
1.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
1.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
1.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
1.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
1.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
1.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
1.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
1.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
1.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
0.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
0.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
0.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
0.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
0.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
0.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.0
Show allShow less
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.
The Human Protein Atlas project is funded
