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.
IGLV7-43 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
11.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
389.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
118.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
92.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
91.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
89.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
85.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
82.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
67.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
55.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
54.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
54.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
52.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
49.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
45.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
44.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
40.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
39.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
37.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
36.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
35.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 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-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
IGLV7-43 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
26.2
Number of samples
486
Samples
Sample
Description
TPM
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
1120.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
849.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
450.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
257.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
205.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
199.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
170.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
167.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
159.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
125.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
124.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
118.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
118.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
116.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
103.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
87.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
86.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
85.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
84.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
79.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
78.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
76.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
74.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
73.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
71.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
71.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
70.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
68.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
67.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
67.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
66.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
65.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
64.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
63.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
63.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
62.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
62.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
61.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
59.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
58.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
57.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
57.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
57.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
55.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
55.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
55.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
54.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
54.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
53.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
53.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
53.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
52.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
52.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
51.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
51.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
49.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
48.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
48.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
48.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
48.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
48.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
47.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
45.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
44.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
44.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
43.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
42.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
42.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
42.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
41.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
41.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
40.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
38.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
38.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
37.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
37.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
37.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
36.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
6.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
5.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
5.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
5.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
5.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
5.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
4.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
4.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
4.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
4.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
4.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
4.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
4.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
4.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
4.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
4.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
4.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
4.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
4.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
4.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
3.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
3.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
3.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
3.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
3.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
3.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
3.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
3.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
3.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
3.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
3.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
3.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
3.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
3.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
3.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
3.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
2.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
2.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
2.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
2.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
2.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
2.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
2.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
2.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
2.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
2.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
2.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
2.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
2.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
2.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
1.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
1.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
1.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
1.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
1.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
1.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
1.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
1.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
1.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
1.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
1.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
1.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
1.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
1.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
1.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
1.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
1.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
1.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
1.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
1.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
1.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
1.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
1.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
1.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
1.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
1.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
1.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
1.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
1.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
1.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
1.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
1.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
1.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
1.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
0.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
0.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
0.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
0.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
0.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
0.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
0.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
0.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
0.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
0.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
0.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
0.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
0.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
0.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
0.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
0.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 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.
IGLV7-43 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
11.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
86.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
84.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
67.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
51.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
49.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
49.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
41.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
41.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
40.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
38.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
33.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.1
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
0.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
IGLV7-43 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
29.7
Number of samples
207
Samples
Sample
Description
TPM
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
1200.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
534.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
130.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
126.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
122.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
113.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
109.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
104.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
85.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
83.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
80.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
79.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
71.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
70.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
68.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
64.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
64.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
62.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
58.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
57.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
53.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
53.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
52.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
49.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
49.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
47.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
47.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
47.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
47.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
46.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
44.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
43.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
42.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
42.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
38.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
34.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
4.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
4.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
4.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
4.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
3.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
3.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
2.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
2.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
2.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
2.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
2.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
2.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
2.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
2.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
2.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
2.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
2.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
2.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
2.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
1.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
1.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
1.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
1.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
1.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
1.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
1.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
1.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
1.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
1.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
0.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
0.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
0.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
0.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
0.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
0.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
0.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
0.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
0.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
0.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
0.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
