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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC25A13 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
15.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
50.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
45.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
41.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
40.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
39.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 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.
SLC25A13 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
486
Samples
Sample
Description
TPM
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
47.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
46.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
43.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
42.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
41.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
41.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
40.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
SLC25A13 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
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
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.
SLC25A13 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
19.8
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
43.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
37.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
1.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
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Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
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Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
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Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.8
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
