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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.
RO60 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
38.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
RO60 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
29.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
91.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
78.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
62.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
53.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
53.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
52.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
52.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
51.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
50.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
48.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
48.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
46.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
43.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
43.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
43.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
42.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
42.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
42.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
41.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
40.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
39.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
37.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
35.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
35.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
35.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
34.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
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.
RO60 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
4.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RO60 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
27.1
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
48.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
42.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
42.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
38.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
37.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
