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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.
IGKV3D-20 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
403.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
345.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
158.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
156.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
143.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
126.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
106.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
97.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
95.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
92.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
87.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
78.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
75.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
73.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
69.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
68.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
66.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
64.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
62.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
61.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
60.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
60.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
57.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
52.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
52.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
48.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
48.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
47.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
46.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
42.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
40.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
39.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
38.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
36.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
33.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
33.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
30.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
0.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 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-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 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.
IGKV3D-20 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
35.8
Number of samples
486
Samples
Sample
Description
TPM
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
2675.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
620.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
551.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
276.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
219.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
201.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
195.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
180.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
176.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
150.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
144.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
144.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
141.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
127.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
122.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
119.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
118.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
110.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
108.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
107.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
104.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
101.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
90.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
89.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
89.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
87.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
87.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
87.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
85.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
84.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
83.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
79.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
79.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
79.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
78.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
78.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
78.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
78.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
77.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
76.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
75.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
75.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
71.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
70.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
70.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
69.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
69.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
68.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
68.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
68.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
65.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
65.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
63.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
63.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
63.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
63.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
62.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
62.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
62.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
62.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
62.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
61.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
60.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
60.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
59.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
59.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
58.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
56.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
56.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
55.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
55.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
55.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
54.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
52.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
52.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
52.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
52.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
51.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
50.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
49.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
49.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
48.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
48.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
48.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
48.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
48.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
47.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
47.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
47.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
47.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
47.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
46.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
45.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
45.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
45.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
45.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
45.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
44.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
44.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
43.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
43.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
43.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
43.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
42.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
42.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
42.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
42.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
42.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
41.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
41.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
40.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
39.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
39.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
38.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
38.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
38.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
37.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
37.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
35.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
34.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
6.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
6.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
5.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
5.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
5.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
5.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
4.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
4.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
4.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
4.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
4.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
3.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
3.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
3.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
3.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
3.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
3.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
3.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
3.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
3.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
3.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
3.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
3.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
2.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
2.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
2.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
2.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
2.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
2.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
2.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
2.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
2.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
2.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
2.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
2.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
2.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
1.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
1.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
1.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
1.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
1.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
1.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
1.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
1.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
1.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
1.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
1.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
1.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
1.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
1.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
1.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
1.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
0.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
0.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
0.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
0.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
0.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
0.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
0.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
0.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
0.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
0.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
0.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
0.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
0.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
0.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
0.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
0.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
0.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
0.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
0.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
0.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
0.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
0.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
0.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 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.
IGKV3D-20 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
554.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
201.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
167.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
100.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
70.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
70.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
57.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
55.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
45.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
42.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
38.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 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.
IGKV3D-20 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.4
Number of samples
207
Samples
Sample
Description
TPM
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
535.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
223.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
190.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
180.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
157.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
129.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
118.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
114.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
104.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
101.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
99.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
98.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
98.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
96.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
90.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
85.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
84.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
83.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
77.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
76.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
76.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
74.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
71.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
71.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
69.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
68.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
67.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
67.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
67.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
65.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
59.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
59.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
57.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
56.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
56.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
55.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
53.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
53.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
52.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
52.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
52.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
52.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
52.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
50.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
49.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
48.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
48.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
48.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
46.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
45.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
44.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
43.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
42.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
41.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
40.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
38.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
37.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
36.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
34.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
30.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
5.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
5.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
4.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
4.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
4.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
4.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
3.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
3.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
3.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
2.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
2.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
2.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
2.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
2.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
2.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
1.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
1.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
1.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
1.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
1.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
1.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
1.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
1.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
1.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
1.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
1.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
0.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
0.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
0.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
0.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
0.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
0.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
