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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.
PANK2 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
13.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
PANK2 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
14.6
Number of samples
486
Samples
Sample
Description
TPM
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.6
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.
PANK2 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
14.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
PANK2 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
13.9
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
6.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
