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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.
PHYKPL 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 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.
PHYKPL 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
24.8
Number of samples
486
Samples
Sample
Description
TPM
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
53.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
52.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
51.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
45.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
44.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
44.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
43.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
43.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
42.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
42.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
42.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
42.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
42.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
40.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
40.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
40.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
40.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
39.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
39.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
38.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
38.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
37.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
37.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
36.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
36.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
35.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
35.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
33.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PHYKPL 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
8.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
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.
PHYKPL 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
27.0
Number of samples
207
Samples
Sample
Description
TPM
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
53.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
51.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
50.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
48.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
42.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
41.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
40.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
40.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
40.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
39.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
39.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
39.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
38.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
38.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
37.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
36.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
35.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
35.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
33.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
32.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
31.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
30.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
1.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.9
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.7
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.0
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
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
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
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
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
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_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
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
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
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_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
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
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
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
