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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.
NAXD 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
27.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
89.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
68.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
65.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
62.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
61.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
59.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
57.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
53.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
53.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
53.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
50.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
49.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
49.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
47.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
46.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
46.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
46.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
45.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
44.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
43.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
42.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
42.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
41.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
40.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
40.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
37.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
37.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
37.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
37.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
36.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
36.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
36.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
36.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
35.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
35.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
34.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
34.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
32.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
32.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
32.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
29.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
27.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NAXD 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
23.3
Number of samples
486
Samples
Sample
Description
TPM
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
62.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
62.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
61.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
60.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
54.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
53.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
49.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
49.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
47.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
46.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
46.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
46.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
46.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
46.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
43.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
43.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
43.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
42.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
42.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
39.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
38.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
37.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
36.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
NAXD 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
29.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
65.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
59.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
56.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
54.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
51.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
50.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
49.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
49.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
47.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
46.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
44.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
38.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
38.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
38.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
37.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
37.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
36.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
36.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
36.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
35.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
33.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
32.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
31.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
29.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.9
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.
NAXD is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.5
Number of samples
207
Samples
Sample
Description
TPM
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
59.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
58.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
57.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
48.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
44.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
44.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
44.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
43.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
42.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
40.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
40.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
40.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
38.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
37.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
36.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
32.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
21.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
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Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
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Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
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Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
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Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
