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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-11 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
7.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
95.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
81.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
81.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
69.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
56.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
52.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
50.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
50.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
44.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
40.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
39.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
34.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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-11 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
12.5
Number of samples
486
Samples
Sample
Description
TPM
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
89.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
88.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
84.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
79.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
78.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
75.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
65.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
64.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
62.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
61.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
58.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
57.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
57.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
54.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
53.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
51.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
48.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
48.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
46.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
44.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
44.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
44.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
44.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
40.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
39.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
39.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
39.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
39.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
37.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
34.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
32.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
6.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
6.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
6.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
5.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
5.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
5.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
5.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
5.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
5.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
5.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
5.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
5.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
5.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
5.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
4.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
4.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
4.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
4.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
4.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
4.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
4.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
4.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
4.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
4.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
4.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
4.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
4.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
4.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
4.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
4.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
4.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
4.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
3.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
3.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
3.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
3.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
3.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
3.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
3.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
3.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
3.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
3.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
3.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
3.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
3.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
3.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
3.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
3.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
3.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
3.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
3.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
3.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
3.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
3.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
3.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
2.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
2.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
2.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
2.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
2.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
2.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
2.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
2.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
2.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
2.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
2.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
2.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
2.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
2.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
2.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
2.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
2.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
2.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
2.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
2.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
2.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
2.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
1.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
1.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
1.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
1.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
1.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
1.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
1.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
1.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
1.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
1.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
1.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
1.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
1.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
1.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
1.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
1.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
1.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
1.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
1.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
1.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
1.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
1.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
1.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
1.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
1.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
1.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
1.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
1.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
1.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
1.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
1.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
1.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
1.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
1.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
1.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
1.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
1.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
0.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
0.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
0.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
0.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
0.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
0.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
0.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
0.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
0.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
0.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
0.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
0.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
0.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
0.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
0.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
0.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
0.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
0.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
0.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
0.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
0.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
0.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
0.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
0.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
0.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
0.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
0.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
0.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
0.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
0.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
0.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
0.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
0.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
0.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
0.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 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-11 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
44.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
40.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
39.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
34.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
32.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
31.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGKV3D-11 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
16.3
Number of samples
207
Samples
Sample
Description
TPM
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
335.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
308.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
153.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
64.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
61.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
60.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
59.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
56.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
53.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
53.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
51.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
51.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
51.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
50.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
49.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
46.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
45.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
39.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
38.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
37.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
36.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
5.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
5.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
5.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
5.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
5.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
4.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
4.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
4.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
3.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
3.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
3.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
3.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
3.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
3.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
3.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
3.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
3.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
3.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
3.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
3.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
3.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
2.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
2.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
2.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
2.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
2.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
2.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
2.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
2.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
2.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
2.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
2.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
2.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
2.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
2.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
1.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
1.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
1.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
1.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
1.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
1.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
1.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
1.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
1.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
1.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
1.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
1.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
1.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
1.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
1.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
1.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
1.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
1.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
0.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
0.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
0.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
0.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
0.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
0.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
0.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
0.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
0.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
0.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
0.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
0.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
0.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 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
