We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SLC25A43 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
15.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
41.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 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.
SLC25A43 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
15.8
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
54.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
SLC25A43 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
16.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
35.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
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.
SLC25A43 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
42.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
0.3
Show allShow less
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
