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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.
SLC7A8 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
21.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
106.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
101.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
89.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
89.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
87.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
86.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
80.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
77.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
75.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
74.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
68.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
62.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
58.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
56.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
56.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
55.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
48.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
45.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
44.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
43.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
42.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
40.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
39.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
37.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
37.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
36.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
35.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
33.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
33.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
32.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
32.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
SLC7A8 is potential prognostic, high expression is favorable 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
33.3
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
244.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
149.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
142.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
135.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
119.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
115.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
102.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
102.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
100.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
100.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
98.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
90.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
89.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
86.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
83.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
82.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
82.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
82.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
82.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
79.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
79.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
76.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
76.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
75.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
75.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
75.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
74.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
73.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
72.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
71.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
71.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
71.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
70.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
69.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
68.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
68.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
67.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
67.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
67.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
67.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
67.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
66.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
65.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
64.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
64.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
64.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
63.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
59.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
59.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
59.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
59.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
59.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
59.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
59.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
59.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
58.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
58.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
58.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
57.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
57.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
57.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
57.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
56.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
55.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
54.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
54.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
54.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
54.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
53.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
53.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
52.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
52.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
52.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
51.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
51.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
51.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
51.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
50.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
50.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
50.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
50.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
50.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
50.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
49.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
49.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
49.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
48.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
48.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
48.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
48.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
48.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
48.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
48.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
47.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
47.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
47.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
46.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
46.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
45.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
45.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
45.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
44.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
44.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
43.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
43.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
43.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
42.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
42.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
42.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
42.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
41.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
41.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
41.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
41.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
40.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
40.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
40.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
40.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
40.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
40.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
40.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
39.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
39.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
38.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
38.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
38.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
38.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
37.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
37.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
37.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
36.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
34.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
34.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
34.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC7A8 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
23.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
77.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
69.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
68.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
65.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
62.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
59.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
59.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
55.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
54.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
49.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
46.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
44.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
41.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
40.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
39.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
39.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
34.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
33.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
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.
SLC7A8 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
39.8
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
147.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
143.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
136.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
121.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
106.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
106.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
98.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
97.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
93.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
91.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
91.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
90.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
86.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
83.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
81.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
81.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
79.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
78.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
78.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
78.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
77.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
73.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
72.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
71.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
71.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
70.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
70.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
69.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
68.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
67.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
66.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
63.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
62.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
61.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
60.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
60.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
60.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
60.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
59.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
59.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
58.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
56.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
55.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
55.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
55.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
55.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
54.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
54.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
53.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
52.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
52.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
50.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
50.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
49.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
49.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
48.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
48.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
47.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
47.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
47.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
46.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
46.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
46.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
45.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
45.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
45.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
44.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
43.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
42.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
42.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
41.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
41.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
40.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
40.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
39.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
39.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
38.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
36.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
35.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
34.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
