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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.
STAMBPL1 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
14.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
45.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 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.
STAMBPL1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.0
Number of samples
486
Samples
Sample
Description
TPM
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
46.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
43.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
41.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
38.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
33.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
5.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
3.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
3.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
STAMBPL1 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
13.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
37.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
STAMBPL1 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
19.6
Number of samples
207
Samples
Sample
Description
TPM
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
42.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
1.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
1.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
1.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.9
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.9
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.9
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-1.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-1.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-1.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-1.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-9.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
