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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.
PPP1R35 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
17.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
57.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
56.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
49.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
41.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
29.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
28.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
27.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
25.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
25.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
PPP1R35 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
7.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
7.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
6.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
5.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
4.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
3.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
3.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
PPP1R35 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
16.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
37.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
PPP1R35 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.5
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
6.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
5.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
3.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
2.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
2.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
