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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.
PPIP5K1 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
9.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
PPIP5K1 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
21.7
Number of samples
486
Samples
Sample
Description
TPM
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
42.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
41.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
41.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
39.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
36.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
33.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.5
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.
PPIP5K1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPIP5K1 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
19.7
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
34.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
31.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.8
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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.