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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.
HUNK 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
6.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
1.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
1.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
1.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
1.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
HUNK 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
83.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
77.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
62.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
62.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
57.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
55.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
50.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
42.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
42.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
37.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
36.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
7.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
6.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
6.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
6.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
5.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
5.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
5.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
5.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
4.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
4.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
4.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
4.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
4.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
4.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
4.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
4.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
4.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
4.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
4.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
4.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
4.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
3.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
3.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
3.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
3.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
3.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
3.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
3.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
3.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
3.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
3.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
3.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
3.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
3.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
3.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
3.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
3.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
3.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
3.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
3.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
3.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
3.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
3.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
3.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
3.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
3.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
3.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
3.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
3.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
3.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
2.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
2.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
2.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
2.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
2.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
2.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
2.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
2.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
2.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
2.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
2.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
2.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
2.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
2.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
2.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
2.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
2.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
2.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
2.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
2.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
2.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
2.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
2.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
2.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
2.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
2.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
2.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
2.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
2.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
2.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
2.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
1.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
1.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
1.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
1.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
1.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
1.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
1.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
1.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
1.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
1.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
1.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
1.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
1.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
1.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
1.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
1.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
1.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
1.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
1.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
1.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
1.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
1.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
1.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
1.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
1.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
1.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
1.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
1.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
1.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
1.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
1.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
1.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
1.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
1.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
1.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
1.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
1.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
1.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
1.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
1.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
1.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
1.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
1.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
1.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
1.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
1.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
1.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
1.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
1.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
1.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
1.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
1.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
1.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
1.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
1.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
0.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
0.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
0.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
0.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
0.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
0.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
0.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
0.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
0.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
0.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
0.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
0.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
0.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
0.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 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.
HUNK 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
6.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
1.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 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.
HUNK 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
13.6
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
59.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
47.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
46.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
42.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
39.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
38.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
37.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
6.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
5.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
4.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
4.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
3.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
3.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
3.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
3.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
3.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
3.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
2.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
2.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
2.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
2.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
2.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
2.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
1.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
1.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
1.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
1.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
1.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
1.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
0.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
0.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
0.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
0.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
0.5
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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
