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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.
SPEN 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
8.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
SPEN 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
29.9
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
59.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
50.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
49.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
49.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
49.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
49.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
47.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
46.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
45.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
44.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
44.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
43.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
43.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
41.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
41.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
40.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
40.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
40.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
40.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
39.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
38.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
38.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
38.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
36.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
36.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
36.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
36.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
35.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
34.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
33.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPEN 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
8.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.9
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.
SPEN 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
27.9
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
49.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
41.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
41.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
35.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.8
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_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
