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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.
ARSA 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
21.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
115.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
59.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
52.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
51.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
49.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
42.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
41.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
41.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
40.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
39.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
38.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
37.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
36.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
35.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
34.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
34.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
33.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
32.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
32.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
32.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARSA is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
60.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
51.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
47.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
40.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
34.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARSA 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
18.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
41.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
31.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
ARSA 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
18.9
Number of samples
207
Samples
Sample
Description
TPM
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
50.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
48.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
42.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
41.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
40.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
39.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
34.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
33.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
1.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
1.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
1.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.9
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.8
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.8
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.8
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.8
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.8
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.8
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.9
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.9
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-1.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.3
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
