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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.
HGD is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
66.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
59.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
45.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
43.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
42.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
35.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
1.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
1.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 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.
HGD 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
11.3
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
183.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
59.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
48.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
48.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
41.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
6.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
6.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
6.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
6.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
6.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
5.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
5.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
5.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
5.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
5.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
5.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
5.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
5.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
5.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
5.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
5.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
5.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
5.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
5.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
5.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
5.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
4.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
4.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
4.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
4.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
4.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
4.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
4.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
4.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
4.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
4.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
4.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
4.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
4.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
4.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
4.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
4.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
4.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
4.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
4.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
4.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
4.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
4.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
4.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
4.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
4.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
4.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
4.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
4.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
4.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
3.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
3.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
3.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
3.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
3.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
3.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
3.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
3.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
3.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
3.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
3.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
3.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
3.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
3.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
3.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
3.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
3.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
3.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
2.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
2.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
2.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
2.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
2.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
2.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
2.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
2.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
2.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
2.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
2.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
2.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
2.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
2.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
2.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
2.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
2.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
2.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
2.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
2.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
2.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
1.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
1.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
1.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
1.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
1.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
1.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
1.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
1.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
1.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
0.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
0.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
0.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
0.2
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.
HGD 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
6.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
41.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
HGD is potential prognostic, high expression is unfavorable 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
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
77.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
42.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
34.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
6.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
5.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
5.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
5.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
5.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
4.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
4.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
4.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
4.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
3.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
3.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
3.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
3.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
3.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
3.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
3.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
3.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
3.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
3.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
2.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
2.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
2.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
2.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
2.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
2.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
2.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
1.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
1.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
1.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
1.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
1.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
1.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
1.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
1.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
1.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
1.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
1.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
1.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
1.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
1.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
1.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
1.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
0.9
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.9
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.9
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.8
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.8
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.9
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.9
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.9
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-1.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-1.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-1.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.8
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-2.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-2.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-2.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
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
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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
