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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.
IGKV2D-29 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
27.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
588.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
507.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
446.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
279.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
176.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
165.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
163.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
151.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
141.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
127.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
124.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
109.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
109.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
109.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
107.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
101.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
100.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
94.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
91.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
89.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
81.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
80.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
78.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
77.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
72.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
69.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
67.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
65.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
65.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
57.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
57.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
56.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
47.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
47.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
46.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
46.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
43.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
41.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
36.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
34.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
31.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
29.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
0.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 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.
IGKV2D-29 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
38.7
Number of samples
486
Samples
Sample
Description
TPM
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
709.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
563.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
365.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
321.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
291.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
290.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
286.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
270.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
229.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
224.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
213.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
210.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
209.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
208.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
196.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
185.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
160.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
160.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
156.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
150.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
141.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
138.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
132.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
129.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
126.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
125.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
125.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
124.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
123.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
123.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
122.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
121.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
120.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
112.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
107.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
105.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
105.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
105.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
105.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
103.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
101.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
99.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
97.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
96.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
94.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
90.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
89.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
88.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
87.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
87.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
83.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
83.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
82.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
81.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
80.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
79.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
77.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
77.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
77.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
76.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
75.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
73.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
73.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
72.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
72.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
70.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
69.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
69.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
68.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
66.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
66.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
66.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
64.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
64.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
64.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
63.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
63.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
62.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
62.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
62.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
62.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
62.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
61.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
61.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
61.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
60.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
60.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
60.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
60.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
60.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
60.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
59.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
57.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
57.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
57.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
57.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
57.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
56.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
56.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
55.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
54.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
54.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
53.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
53.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
53.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
53.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
52.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
51.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
51.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
50.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
50.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
49.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
48.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
47.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
47.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
46.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
46.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
46.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
46.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
45.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
45.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
45.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
45.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
44.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
44.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
43.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
43.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
43.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
42.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
42.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
42.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
42.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
41.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
41.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
40.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
39.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
39.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
38.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
38.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
36.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
31.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
5.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
5.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
5.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
5.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
5.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
4.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
4.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
4.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
4.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
4.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
4.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
4.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
3.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
3.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
3.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
3.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
3.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
3.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
3.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
3.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
3.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
3.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
2.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
2.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
2.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
2.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
2.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
2.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
2.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
2.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
2.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
2.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
2.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
2.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
2.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
1.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
1.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
1.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
1.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
1.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
1.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
1.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
1.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
1.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
1.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
1.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
1.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
1.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
1.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
1.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
1.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
1.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
1.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
1.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
0.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
0.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
0.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
0.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
0.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
0.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
0.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
0.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
0.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
0.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
0.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
0.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
0.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
0.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
0.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGKV2D-29 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
19.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
182.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
141.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
94.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
91.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
88.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
78.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
74.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
72.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
67.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
49.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
44.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
43.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
32.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
31.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
IGKV2D-29 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
51.4
Number of samples
207
Samples
Sample
Description
TPM
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
889.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
690.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
657.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
585.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
372.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
314.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
296.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
232.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
223.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
220.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
210.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
204.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
187.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
182.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
162.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
147.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
143.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
142.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
134.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
126.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
124.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
104.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
97.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
94.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
93.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
93.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
90.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
86.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
83.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
78.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
75.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
75.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
75.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
74.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
73.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
69.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
69.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
66.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
64.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
62.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
62.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
62.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
56.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
55.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
54.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
51.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
50.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
49.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
47.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
46.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
44.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
44.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
43.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
42.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
42.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
41.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
40.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
38.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
36.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
34.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
7.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
5.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
4.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
4.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
3.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
3.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
2.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
2.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
2.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
2.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
2.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
2.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
2.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
1.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
1.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
1.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
1.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
1.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
1.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
1.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
1.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
1.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
1.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
1.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
1.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
1.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
1.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
0.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
0.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
0.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
0.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
0.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
0.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
0.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
0.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 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.