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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.
PPP2R2A 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
12.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
51.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
40.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
PPP2R2A 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
19.5
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
70.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
50.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
48.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
46.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
46.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
45.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
44.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
44.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
44.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
43.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
42.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
42.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
41.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
39.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
37.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
4.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
4.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
3.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
2.3
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.
PPP2R2A 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
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
36.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP2R2A 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
18.5
Number of samples
207
Samples
Sample
Description
TPM
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
44.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
39.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
39.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
1.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.8
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
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Normal
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
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Tumor
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
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Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
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Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
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Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
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Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
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Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Normal
0.0
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Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Normal
0.0
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
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Tumor
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Tumor
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Tumor
-0.4
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Normal
-0.5
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Tumor
-0.5
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Normal
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.8
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Normal
-0.8
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Tumor
-0.8
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Tumor
-0.8
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Tumor
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.9
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
