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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.
UIMC1 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
12.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
UIMC1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.7
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.1
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.
UIMC1 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
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.3
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.
UIMC1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
42.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
1.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
1.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.9
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.8
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.8
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.8
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.8
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.9
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.9
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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
