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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.
ARL8A 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
31.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
79.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
66.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
63.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
60.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
58.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
56.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
54.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
51.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
51.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
50.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
50.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
50.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
49.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
48.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
47.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
46.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
46.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
46.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
44.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
44.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
43.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
43.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
43.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
42.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
42.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
42.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
42.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
42.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
41.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
40.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
40.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
40.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
40.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
40.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
40.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
39.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
39.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
39.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
39.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
39.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
39.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
39.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
39.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
38.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
38.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
38.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
37.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
37.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
37.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
37.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
37.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
37.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
36.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
36.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
36.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
36.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
36.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
36.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
35.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
35.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
35.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
35.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
34.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
34.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
34.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
34.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
34.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
33.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
33.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
33.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
33.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
33.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
32.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
31.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
31.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
30.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
28.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
28.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
26.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 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.
ARL8A 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
28.2
Number of samples
486
Samples
Sample
Description
TPM
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
76.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
58.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
53.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
51.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
51.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
50.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
47.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
46.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
45.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
45.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
44.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
43.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
43.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
43.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
42.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
42.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
42.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
42.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
42.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
41.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
41.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
40.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
40.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
40.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
40.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
40.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
39.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
39.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
38.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
37.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
36.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
ARL8A 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
31.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
59.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
59.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
54.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
54.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
49.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
48.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
46.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
45.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
44.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
43.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
43.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
40.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
39.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
39.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
38.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
33.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
32.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
31.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
31.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
30.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
30.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
29.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
28.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
25.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARL8A 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
26.2
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
55.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
50.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
49.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
44.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
44.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
41.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
39.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
39.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
37.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
27.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2400046-1d25-429d-a821-6040a6
Tumor
0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
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Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
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Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
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
