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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.
SLC22A23 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
9.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
30.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
SLC22A23 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.0
Number of samples
486
Samples
Sample
Description
TPM
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
65.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
64.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
61.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
59.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
58.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
57.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
52.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
52.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
50.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
50.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
49.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
45.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
45.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
43.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
42.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
39.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
39.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
38.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
38.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
38.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
37.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
37.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
36.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
6.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
SLC22A23 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
8.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
41.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
SLC22A23 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.0
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
59.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
52.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
51.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
49.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
46.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
43.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
40.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
38.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.3
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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
