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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.
TXNDC15 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
22.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
76.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
69.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
51.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
48.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
47.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
46.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
45.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
43.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
42.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
42.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
39.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
39.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
38.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
37.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
37.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
37.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
37.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
36.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
33.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
32.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
31.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
26.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TXNDC15 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
33.1
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
83.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
65.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
63.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
62.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
60.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
59.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
59.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
58.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
58.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
57.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
56.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
56.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
56.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
56.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
56.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
56.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
56.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
55.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
55.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
55.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
54.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
54.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
54.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
54.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
54.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
53.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
53.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
53.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
53.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
52.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
52.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
52.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
52.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
51.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
51.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
51.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
51.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
50.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
50.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
50.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
50.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
49.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
49.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
48.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
48.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
48.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
48.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
48.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
47.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
47.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
47.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
47.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
47.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
46.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
46.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
46.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
46.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
46.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
46.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
46.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
46.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
46.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
46.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
45.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
45.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
45.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
44.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
44.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
44.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
44.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
44.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
44.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
43.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
43.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
43.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
43.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
43.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
42.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
42.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
41.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
41.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
41.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
41.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
40.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
40.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
40.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
40.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
39.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
39.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
39.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
39.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
38.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
38.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
38.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
38.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
38.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
38.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
37.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
37.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
37.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
37.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
36.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
36.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
35.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
35.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
32.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
30.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
TXNDC15 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
22.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
56.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
46.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
42.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
36.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
35.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
34.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
31.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
28.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
TXNDC15 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
30.9
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
74.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
67.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
57.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
54.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
53.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
53.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
52.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
51.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
50.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
50.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
50.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
49.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
49.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
49.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
48.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
47.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
47.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
46.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
46.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
46.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
46.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
45.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
45.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
45.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
44.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
44.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
44.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
44.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
44.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
42.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
42.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
42.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
42.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
41.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
41.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
41.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
40.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
40.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
39.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
38.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
38.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
37.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
37.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
34.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
33.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
1.2
41a04113-2061-4923-bca5-da586c_D2
Normal
1.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
1.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.9
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.9
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.9
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.9
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-1.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-1.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-2.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
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
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_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
