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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.
RPL39L 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
14.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
107.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
77.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
75.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
67.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
60.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
52.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
52.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
51.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
48.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
47.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
44.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
44.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
44.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
41.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
40.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
40.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
39.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
39.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
32.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
28.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 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.
RPL39L is potential prognostic, high expression is favorable 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
14.7
Number of samples
486
Samples
Sample
Description
TPM
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
101.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
67.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
64.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
63.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
58.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
52.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
51.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
48.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
46.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
45.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
45.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
43.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
41.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
40.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
36.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
34.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
6.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
6.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
6.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
5.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
5.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
5.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
5.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
5.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
5.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
5.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
5.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
4.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
4.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
4.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
4.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
3.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
3.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPL39L 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
16.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
131.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
60.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
50.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
44.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
44.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 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.
RPL39L is potential prognostic, high expression is favorable 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
14.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
151.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
67.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
61.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
40.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
6.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
5.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
5.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
4.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
3.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
3.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
