We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC46A3 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
9.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
39.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
SLC46A3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
486
Samples
Sample
Description
TPM
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
56.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
50.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
39.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
5.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
5.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
3.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
1.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC46A3 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
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
44.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SLC46A3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
207
Samples
Sample
Description
TPM
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
46.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
42.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
41.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.9
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
