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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.
STK40 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
27.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
63.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
63.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
57.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
57.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
57.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
57.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
55.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
54.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
51.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
51.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
50.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
47.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
46.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
44.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
42.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
41.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
41.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
41.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
41.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
40.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
40.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
40.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
40.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
40.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
39.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
38.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
38.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
37.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
37.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
36.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
35.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
35.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
35.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
35.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
35.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
35.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
34.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
33.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
32.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
32.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
29.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
29.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
28.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
STK40 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
31.4
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
99.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
85.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
78.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
73.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
70.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
61.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
57.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
57.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
55.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
54.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
53.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
53.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
51.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
49.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
48.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
48.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
48.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
47.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
47.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
47.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
46.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
46.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
46.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
45.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
45.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
45.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
45.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
45.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
44.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
44.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
44.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
44.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
44.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
43.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
43.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
43.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
43.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
42.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
41.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
41.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
41.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
41.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
41.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
40.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
40.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
40.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
38.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
38.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
38.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
38.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
38.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
37.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
37.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
37.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
36.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
36.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
36.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
35.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
34.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
34.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
33.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
33.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
31.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
STK40 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
27.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
65.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
51.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
50.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
44.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
44.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
43.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
42.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
41.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
40.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
37.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
37.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
37.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
36.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
17.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
STK40 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
31.8
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
61.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
56.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
53.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
53.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
51.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
50.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
47.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
47.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
47.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
46.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
46.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
46.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
45.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
45.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
45.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
45.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
44.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
44.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
42.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
42.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
42.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
42.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
42.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
41.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
40.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
40.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
39.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
38.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
38.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
37.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
37.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
37.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
36.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
35.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
34.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
34.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
33.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
32.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
31.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
