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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.
PITX1 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
20.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
73.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
62.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
55.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
46.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
39.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
38.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
38.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
37.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
37.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
36.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
36.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
36.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
36.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
36.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
35.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
33.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
33.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
33.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.5
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.
PITX1 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
25.7
Number of samples
486
Samples
Sample
Description
TPM
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
98.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
67.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
65.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
64.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
62.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
61.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
61.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
60.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
58.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
58.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
56.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
55.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
55.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
54.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
53.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
52.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
52.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
50.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
49.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
48.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
48.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
48.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
47.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
47.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
46.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
46.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
46.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
45.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
44.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
44.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
42.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
42.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
42.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
40.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
40.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
40.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
38.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
37.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
36.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
36.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
36.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
35.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
33.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
33.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
6.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
5.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PITX1 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
16.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
35.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 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.
PITX1 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
22.3
Number of samples
207
Samples
Sample
Description
TPM
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
49.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
48.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
45.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
43.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
40.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
39.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
38.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
38.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
36.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.5
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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
