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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.
HS6ST1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
49.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 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.
HS6ST1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
51.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
43.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
39.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
HS6ST1 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
HS6ST1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.7
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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
