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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.
STING1 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
14.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
61.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
58.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
48.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
46.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
41.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
40.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
36.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
1.7
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.
STING1 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
13.2
Number of samples
486
Samples
Sample
Description
TPM
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
53.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
46.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
5.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
5.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
5.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
4.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
3.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STING1 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
12.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STING1 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
12.2
Number of samples
207
Samples
Sample
Description
TPM
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
4.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
