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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.
ARL4C 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
12.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
125.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
106.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
65.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
65.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
63.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
59.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
57.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
43.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
42.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
42.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
35.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
31.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARL4C 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
20.1
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
185.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
163.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
119.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
97.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
75.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
72.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
72.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
71.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
69.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
68.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
66.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
66.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
55.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
54.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
53.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
53.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
52.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
52.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
51.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
50.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
50.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
48.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
47.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
47.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
46.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
46.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
46.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
45.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
45.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
43.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
40.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
39.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
36.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
34.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
4.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
3.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
ARL4C 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
12.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
64.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
60.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
48.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
39.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
38.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
33.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
ARL4C 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
17.0
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
67.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
63.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
59.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
55.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
54.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
51.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
50.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
49.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
43.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
43.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
43.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
36.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
35.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
