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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.
PDCD4 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
37.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
116.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
103.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
102.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
102.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
95.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
84.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
80.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
79.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
77.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
77.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
73.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
70.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
70.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
69.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
68.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
66.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
66.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
65.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
65.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
65.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
64.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
62.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
61.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
59.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
58.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
58.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
58.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
57.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
57.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
56.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
56.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
56.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
56.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
56.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
55.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
55.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
55.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
54.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
53.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
53.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
53.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
53.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
53.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
53.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
51.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
50.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
49.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
48.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
48.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
48.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
48.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
48.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
48.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
47.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
47.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
47.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
47.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
46.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
46.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
46.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
46.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
46.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
45.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
45.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
45.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
45.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
45.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
44.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
44.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
44.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
43.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
43.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
43.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
42.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
42.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
42.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
42.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
42.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
41.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
41.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
41.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
40.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
40.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
40.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
40.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
40.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
39.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
39.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
39.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
39.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
39.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
39.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
39.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
39.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
38.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
38.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
38.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
38.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
38.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
37.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
37.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
37.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
36.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
36.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
35.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
35.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
34.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
34.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
33.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
33.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
32.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
31.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
31.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
30.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
30.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
29.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
29.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
28.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
28.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
PDCD4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.2
Number of samples
486
Samples
Sample
Description
TPM
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
71.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
69.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
60.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
60.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
58.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
58.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
57.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
55.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
55.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
55.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
54.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
54.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
53.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
50.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
50.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
48.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
48.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
47.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
47.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
47.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
46.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
46.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
46.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
46.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
45.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
45.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
45.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
45.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
44.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
44.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
44.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
43.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
43.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
43.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
43.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
42.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
42.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
42.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
41.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
41.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
41.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
41.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
41.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
41.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
41.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
39.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
39.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
39.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
39.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
38.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
38.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
38.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
37.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
34.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
34.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDCD4 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
43.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
113.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
99.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
98.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
91.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
84.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
79.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
72.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
72.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
70.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
66.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
66.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
64.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
64.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
60.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
59.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
58.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
56.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
55.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
53.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
52.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
52.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
52.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
52.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
51.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
51.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
50.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
48.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
47.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
46.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
45.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
45.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
45.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
41.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
41.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
41.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
41.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
41.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
41.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
40.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
40.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
40.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
40.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
39.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
39.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
38.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
38.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
38.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
37.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
37.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
37.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
35.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
35.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
33.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
33.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
31.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDCD4 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
31.4
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
72.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
69.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
65.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
61.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
57.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
56.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
53.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
51.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
49.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
48.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
48.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
47.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
47.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
46.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
46.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
46.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
45.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
45.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
45.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
44.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
44.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
44.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
44.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
44.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
44.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
44.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
44.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
44.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
43.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
43.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
42.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
42.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
42.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
42.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
42.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
42.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
42.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
42.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
42.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
41.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
41.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
40.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
40.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
40.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
40.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
39.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
39.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
38.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
38.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
38.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
37.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
36.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
36.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
35.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
34.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
32.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
1.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
1.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
1.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
1.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.9
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.9
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.9
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.8
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.7
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.2
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
