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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.
SLC25A36 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
10.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 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.
SLC25A36 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
20.9
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
50.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.2
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.
SLC25A36 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-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC25A36 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
22.2
Number of samples
207
Samples
Sample
Description
TPM
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
43.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
24.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
