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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.
TPRG1L 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
42.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
108.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
108.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
103.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
92.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
78.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
73.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
70.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
69.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
66.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
66.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
65.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
64.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
62.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
61.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
61.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
60.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
59.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
59.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
59.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
59.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
59.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
58.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
58.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
56.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
56.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
56.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
56.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
56.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
56.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
55.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
55.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
55.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
55.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
55.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
54.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
54.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
54.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
54.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
53.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
53.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
53.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
53.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
53.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
52.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
52.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
52.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
51.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
51.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
51.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
51.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
51.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
50.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
50.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
50.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
50.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
50.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
50.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
49.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
49.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
49.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
49.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
49.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
48.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
48.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
48.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
48.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
48.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
48.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
47.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
47.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
47.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
47.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
47.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
46.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
46.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
46.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
46.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
46.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
46.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
45.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
45.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
45.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
45.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
45.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
45.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
45.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
45.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
45.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
45.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
45.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
44.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
44.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
44.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
44.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
44.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
44.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
44.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
44.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
44.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
43.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
43.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
43.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
43.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
43.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
43.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
43.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
43.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
43.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
42.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
42.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
42.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
42.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
42.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
42.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
42.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
42.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
42.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
42.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
41.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
41.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
41.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
41.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
41.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
41.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
41.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
41.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
41.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
41.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
40.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
40.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
40.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
40.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
40.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
40.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
39.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
39.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
39.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
39.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
39.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
38.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
38.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
38.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
38.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
37.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
37.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
37.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
37.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
37.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
37.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
37.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
36.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
36.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
36.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
36.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
36.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
36.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
36.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
35.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
34.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
34.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
33.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
32.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
32.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
32.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
32.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
31.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
31.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
31.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
30.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
29.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
TPRG1L 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
40.9
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
89.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
77.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
72.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
71.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
70.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
70.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
69.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
69.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
68.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
68.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
67.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
66.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
66.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
65.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
65.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
65.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
64.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
64.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
64.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
63.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
63.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
63.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
62.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
62.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
62.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
62.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
61.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
61.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
61.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
60.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
60.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
59.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
59.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
59.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
58.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
58.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
58.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
58.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
58.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
58.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
58.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
57.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
57.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
56.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
56.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
56.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
56.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
56.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
55.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
55.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
55.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
55.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
55.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
54.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
54.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
54.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
54.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
54.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
54.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
54.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
53.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
53.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
53.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
53.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
53.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
53.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
53.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
53.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
53.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
53.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
53.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
53.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
53.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
52.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
52.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
52.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
52.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
52.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
52.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
51.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
51.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
51.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
51.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
51.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
51.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
51.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
51.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
51.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
50.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
50.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
50.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
50.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
50.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
50.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
49.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
49.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
49.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
49.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
49.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
49.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
49.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
49.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
49.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
49.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
49.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
48.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
48.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
48.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
48.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
48.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
48.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
48.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
48.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
48.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
48.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
48.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
48.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
48.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
48.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
48.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
47.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
47.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
47.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
47.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
47.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
47.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
47.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
47.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
47.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
47.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
47.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
47.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
47.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
46.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
46.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
46.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
46.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
46.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
46.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
46.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
46.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
46.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
46.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
46.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
46.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
46.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
45.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
45.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
45.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
45.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
45.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
45.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
45.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
44.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
44.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
44.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
44.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
44.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
44.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
44.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
44.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
44.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
43.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
43.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
43.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
43.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
43.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
43.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
42.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
42.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
42.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
42.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
42.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
42.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
42.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
42.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
42.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
42.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
41.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
41.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
41.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
41.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
41.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
41.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
41.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
41.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
41.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
41.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
41.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
40.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
40.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
40.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
40.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
40.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
40.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
40.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
39.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
39.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
39.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
39.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
39.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
39.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
39.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
39.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
39.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
38.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
38.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
38.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
38.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
38.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
38.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
38.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
38.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
38.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
38.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
38.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
37.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
37.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
37.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
37.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
37.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
37.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
36.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
36.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
36.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
35.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
34.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
34.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
34.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
34.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
TPRG1L 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
41.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
70.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
68.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
64.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
61.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
61.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
60.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
60.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
59.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
57.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
56.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
56.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
55.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
55.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
55.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
53.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
53.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
52.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
52.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
52.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
50.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
50.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
48.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
48.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
48.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
47.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
47.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
46.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
45.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
44.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
44.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
44.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
43.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
42.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
42.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
42.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
41.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
41.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
41.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
40.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
40.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
40.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
39.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
38.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
38.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
38.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
38.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
38.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
37.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
37.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
37.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
37.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
36.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
34.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
33.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
33.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
33.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
32.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
31.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
30.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
29.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TPRG1L 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
37.2
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
81.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
72.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
71.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
67.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
65.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
59.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
59.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
59.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
59.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
56.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
55.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
54.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
54.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
54.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
54.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
53.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
53.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
53.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
52.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
52.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
51.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
51.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
50.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
50.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
50.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
49.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
49.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
49.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
48.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
48.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
48.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
48.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
48.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
48.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
48.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
47.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
47.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
47.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
47.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
46.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
46.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
46.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
46.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
45.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
45.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
45.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
44.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
44.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
44.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
43.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
43.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
43.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
43.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
42.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
42.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
42.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
42.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
41.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
41.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
41.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
41.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
41.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
40.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
40.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
40.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
40.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
40.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
40.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
40.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
39.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
39.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
39.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
39.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
39.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
38.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
38.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
38.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
38.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
37.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
36.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
36.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
36.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
36.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
36.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
35.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
35.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
35.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
35.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
32.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
30.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.9
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.8
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
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.
The Human Protein Atlas project is funded
