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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.
S100PBP 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
5.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
S100PBP is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.5
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
S100PBP 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
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.2
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.
S100PBP 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
11.8
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
