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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.
PMPCA 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
42.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
75.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
74.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
73.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
73.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
68.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
68.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
68.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
67.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
66.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
65.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
64.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
63.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
62.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
61.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
61.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
61.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
61.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
61.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
60.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
60.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
60.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
59.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
58.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
58.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
58.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
58.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
58.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
58.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
57.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
57.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
57.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
57.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
56.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
55.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
55.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
55.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
55.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
54.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
54.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
54.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
54.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
53.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
53.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
53.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
53.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
52.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
52.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
52.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
51.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
51.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
51.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
51.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
51.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
50.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
50.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
50.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
50.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
50.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
49.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
49.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
49.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
49.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
49.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
48.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
48.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
48.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
48.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
48.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
48.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
48.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
48.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
47.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
47.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
47.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
47.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
47.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
47.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
47.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
47.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
47.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
46.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
46.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
46.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
46.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
46.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
46.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
46.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
46.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
46.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
45.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
45.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
45.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
45.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
44.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
44.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
44.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
44.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
44.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
44.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
44.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
44.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
44.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
43.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
43.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
43.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
43.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
43.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
43.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
43.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
43.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
43.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
43.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
43.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
43.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
43.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
43.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
43.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
42.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
42.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
42.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
42.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
42.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
42.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
42.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
42.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
42.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
42.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
41.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
41.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
41.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
41.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
41.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
41.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
41.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
41.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
41.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
41.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
41.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
40.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
40.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
40.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
39.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
39.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
39.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
39.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
39.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
39.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
39.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
38.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
38.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
38.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
37.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
37.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
37.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
37.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
37.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
37.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
36.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
36.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
36.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
36.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
36.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
36.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
36.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
36.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
35.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
35.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
35.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
35.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
34.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
34.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
34.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
33.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
33.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
32.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
32.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
32.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
31.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
27.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
27.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 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.
PMPCA 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
27.3
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
55.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
50.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
50.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
48.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
48.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
48.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
47.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
47.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
47.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
47.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
47.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
44.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
44.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
43.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
43.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
43.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
43.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
43.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
43.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
42.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
42.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
42.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
42.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
40.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
39.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
PMPCA 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
42.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
111.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
85.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
85.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
81.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
72.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
62.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
62.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
61.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
60.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
57.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
57.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
56.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
56.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
55.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
55.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
54.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
54.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
51.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
50.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
49.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
48.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
48.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
48.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
48.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
46.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
45.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
45.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
43.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
43.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
42.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
42.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
42.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
41.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
41.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
39.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
39.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
39.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
39.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
38.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
38.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
38.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
38.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
36.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
34.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
33.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
33.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
32.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
31.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
31.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
30.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
29.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
29.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
28.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
PMPCA 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
24.9
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
55.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
48.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
44.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
44.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
41.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
40.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
36.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.8
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
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Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
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.