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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.
RASA2 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
4.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 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.
RASA2 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
12.2
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RASA2 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
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.
RASA2 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
1.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.9
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
