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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.
PICK1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 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.
PICK1 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
11.9
Number of samples
486
Samples
Sample
Description
TPM
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
5.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
4.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
2.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
PICK1 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
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
19.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
PICK1 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
11.1
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
6.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
5.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-1.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
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.