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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.
SLC1A4 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
16.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
54.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
53.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
50.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
42.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
39.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
37.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
23.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC1A4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.9
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
61.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
56.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
55.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
52.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
50.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
48.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
47.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
47.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
47.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
47.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
46.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
42.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
41.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
40.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
40.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
39.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
34.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
33.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
SLC1A4 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
15.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
40.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
30.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
30.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
SLC1A4 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
17.8
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
60.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
47.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
42.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
1.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
1.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.9
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.9
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
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Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
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Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
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Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
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Tumor
0.1
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Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
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Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
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Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
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Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-1.6
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
