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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.
RBM15 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 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.
RBM15 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
21.0
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
50.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
RBM15 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
4.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
RBM15 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
20.3
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
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Normal
0.1
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Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
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
