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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGHV3-64D 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
16.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1186.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
203.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
193.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
122.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
110.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
102.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
86.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
82.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
77.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
76.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
76.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
75.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
73.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
67.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
65.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
61.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
53.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
50.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
49.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
49.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
46.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
43.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
39.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
34.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
1.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
0.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 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-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGHV3-64D 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
35.8
Number of samples
486
Samples
Sample
Description
TPM
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
667.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
516.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
298.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
267.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
265.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
255.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
226.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
222.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
211.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
201.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
190.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
173.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
172.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
172.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
163.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
156.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
154.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
151.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
150.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
141.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
132.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
130.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
129.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
128.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
127.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
124.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
120.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
119.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
112.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
110.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
108.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
103.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
102.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
102.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
102.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
101.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
100.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
96.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
94.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
93.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
92.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
92.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
91.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
91.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
90.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
90.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
89.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
87.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
86.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
85.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
84.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
84.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
84.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
83.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
83.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
80.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
79.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
79.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
78.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
78.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
77.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
76.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
76.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
76.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
75.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
74.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
73.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
73.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
73.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
73.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
71.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
70.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
69.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
69.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
69.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
67.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
67.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
67.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
66.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
66.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
66.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
65.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
64.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
64.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
63.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
62.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
62.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
61.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
61.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
60.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
60.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
60.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
59.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
59.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
58.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
58.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
58.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
57.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
57.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
56.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
56.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
56.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
55.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
55.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
54.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
54.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
54.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
53.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
53.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
52.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
51.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
51.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
51.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
51.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
51.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
51.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
51.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
50.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
50.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
50.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
50.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
49.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
49.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
47.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
47.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
47.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
47.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
47.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
45.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
45.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
44.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
44.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
44.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
44.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
44.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
44.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
43.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
43.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
43.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
42.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
36.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
35.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
32.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
7.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
6.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
5.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
5.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
5.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
4.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
4.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
4.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
4.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
4.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
4.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
4.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
4.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
4.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
3.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
3.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
3.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
3.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
3.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
3.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
3.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
3.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
3.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
3.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
3.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
3.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
3.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
2.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
2.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
2.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
2.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
2.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
2.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
2.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
2.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
2.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
2.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
2.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
2.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
2.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
2.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
2.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
2.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
2.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
2.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
2.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
2.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
2.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
2.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
2.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
2.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
2.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
2.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
2.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
2.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
1.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
1.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
1.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
1.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
1.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
1.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
1.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
1.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
1.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
1.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
1.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
1.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
1.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
1.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
1.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
1.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
1.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
1.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
1.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
1.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
0.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
0.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
0.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
0.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
0.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
0.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
0.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
0.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
0.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
0.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
0.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
0.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
0.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
0.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
0.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
0.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
0.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
0.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
0.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
0.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
0.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
0.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
0.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
0.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
0.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
0.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
0.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
0.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
0.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
0.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
0.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
0.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGHV3-64D 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
19.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
493.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
193.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
135.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
124.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
89.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
64.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
51.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGHV3-64D 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
42.7
Number of samples
207
Samples
Sample
Description
TPM
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
1089.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
481.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
301.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
236.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
189.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
166.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
161.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
151.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
151.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
147.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
147.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
134.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
133.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
132.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
130.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
129.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
121.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
115.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
115.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
114.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
114.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
113.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
111.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
108.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
103.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
98.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
94.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
94.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
86.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
85.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
82.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
79.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
75.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
75.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
75.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
73.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
69.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
68.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
65.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
65.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
64.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
63.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
60.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
58.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
57.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
56.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
54.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
53.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
51.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
51.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
51.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
48.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
47.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
46.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
42.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
42.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
42.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
41.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
40.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
40.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
38.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
38.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
38.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
37.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
33.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
5.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
4.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
4.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
4.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
4.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
4.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
3.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
3.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
3.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
3.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
3.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
3.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
3.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
2.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
2.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
2.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
2.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
2.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
2.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
1.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
1.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
1.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
1.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
1.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
1.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
1.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
1.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
1.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
1.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
1.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
1.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
1.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
0.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
0.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
0.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
0.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
0.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
0.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
0.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
0.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
0.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
0.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
0.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
0.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
0.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
0.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
0.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
0.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
0.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
