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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.
HPS4 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
7.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
27.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
HPS4 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
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
6.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
4.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
4.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HPS4 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
7.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
HPS4 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
207
Samples
Sample
Description
TPM
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
