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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.
TXNDC11 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
35.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
31.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
TXNDC11 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
26.4
Number of samples
486
Samples
Sample
Description
TPM
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
48.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
48.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
48.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
48.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
48.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
47.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
47.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
46.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
43.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
42.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
42.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
42.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
41.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
38.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
38.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
38.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
37.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
37.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
37.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
37.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
37.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
37.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
36.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
36.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
36.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
35.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
34.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
34.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
33.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TXNDC11 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
15.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
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.
TXNDC11 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
26.1
Number of samples
207
Samples
Sample
Description
TPM
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
64.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
57.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
49.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
48.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
45.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
45.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
42.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
42.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
41.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
41.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
40.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
40.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
39.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
39.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
38.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
38.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
36.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
35.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
35.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
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
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
