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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.
ENSG00000283809 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
12.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
42.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
41.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
36.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 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.
ENSG00000283809 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
35.3
Number of samples
486
Samples
Sample
Description
TPM
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
94.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
82.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
80.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
73.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
71.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
65.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
64.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
63.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
63.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
61.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
59.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
59.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
58.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
57.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
57.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
56.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
56.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
56.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
56.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
55.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
55.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
55.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
54.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
54.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
54.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
53.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
53.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
53.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
53.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
53.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
52.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
52.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
52.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
51.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
51.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
50.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
50.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
50.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
49.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
49.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
49.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
49.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
49.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
48.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
48.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
48.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
48.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
47.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
47.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
47.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
47.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
47.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
46.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
46.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
46.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
46.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
46.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
46.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
46.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
46.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
46.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
46.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
45.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
45.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
45.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
45.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
45.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
44.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
44.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
44.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
44.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
44.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
44.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
44.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
44.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
44.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
44.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
44.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
44.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
44.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
44.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
44.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
44.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
44.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
43.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
43.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
43.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
43.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
43.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
43.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
42.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
42.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
42.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
42.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
42.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
42.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
42.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
42.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
41.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
41.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
41.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
41.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
41.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
40.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
40.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
40.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
40.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
40.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
40.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
40.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
40.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
39.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
39.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
39.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
39.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
38.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
38.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
38.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
37.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
37.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
37.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
37.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
37.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
36.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
36.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
36.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
35.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
35.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
34.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
34.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
33.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
31.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
ENSG00000283809 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
11.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
50.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
ENSG00000283809 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
37.7
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
444.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
87.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
64.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
60.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
59.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
58.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
58.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
57.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
56.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
55.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
52.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
51.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
50.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
50.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
49.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
49.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
48.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
48.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
48.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
48.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
47.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
47.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
47.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
46.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
46.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
45.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
45.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
45.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
45.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
45.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
44.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
44.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
44.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
44.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
44.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
43.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
43.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
43.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
43.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
42.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
42.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
42.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
42.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
42.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
41.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
41.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
41.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
41.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
41.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
41.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
40.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
40.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
40.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
40.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
40.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
40.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
40.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
39.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
39.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
39.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
39.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
38.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
38.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
38.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
38.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
38.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
37.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
37.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
37.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
37.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
37.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
37.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
36.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
36.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
36.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
36.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
36.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
35.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
33.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
33.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
33.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
32.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
32.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
31.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
29.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
