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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.
PI4K2B is potential prognostic, high expression is favorable 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
17.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
38.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
PI4K2B is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.3
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
53.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
51.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
51.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
50.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
47.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
47.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
46.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
46.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
45.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
44.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
44.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
44.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
43.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
41.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
41.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
40.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
37.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
36.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
33.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
PI4K2B 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
17.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
46.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
31.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PI4K2B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.0
Number of samples
207
Samples
Sample
Description
TPM
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
55.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
43.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
42.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
40.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
38.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
1.2
b2400046-1d25-429d-a821-6040a6
Tumor
1.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
1.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.8
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-1.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.2
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
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
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_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
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_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
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
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
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
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
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_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
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
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
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_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
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
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_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
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
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_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
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
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
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
