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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC22A3 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
8.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 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.
SLC22A3 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
10.0
Number of samples
486
Samples
Sample
Description
TPM
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
51.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
49.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
32.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
6.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
6.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
6.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
5.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
5.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
5.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
5.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
5.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
5.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
5.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
5.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
5.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
5.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
5.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
5.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
4.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
4.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
4.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
4.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
4.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
4.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
4.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
4.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
4.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
4.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
4.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
4.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
4.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
4.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
4.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
4.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
4.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
4.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
4.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
3.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
3.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
3.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
3.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
3.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
3.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
3.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
3.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
3.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
3.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
3.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
3.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
3.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
3.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
3.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
3.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
3.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
3.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
3.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
3.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
3.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
3.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
3.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
3.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
3.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
3.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
3.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
3.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
2.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
2.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
2.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
2.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
2.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
2.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
2.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
2.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
2.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
2.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
2.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
2.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
2.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
2.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
2.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
2.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
2.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
1.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
1.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
1.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
1.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
1.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
1.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
1.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
1.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
1.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
1.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
1.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
1.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
1.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
1.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
1.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
1.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
1.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
0.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
0.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
0.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
0.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
0.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
0.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.2
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.
SLC22A3 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
9.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 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.
SLC22A3 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
11.1
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
50.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
5.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
5.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
4.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
4.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
4.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
4.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
4.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
4.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
4.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
4.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
4.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
3.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
3.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
3.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
3.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
2.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
2.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
2.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
2.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
1.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
