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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.
STN1 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
15.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
60.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
STN1 is potential prognostic, high expression is unfavorable in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
486
Samples
Sample
Description
TPM
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
63.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
STN1 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
13.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
STN1 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
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
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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.
The Human Protein Atlas project is funded
