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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.
RMI2 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
19.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
70.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
66.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
55.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
47.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
42.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
42.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
42.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
41.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
40.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
40.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
39.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
36.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
35.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
33.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
32.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
32.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
28.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 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.
RMI2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.6
Number of samples
486
Samples
Sample
Description
TPM
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
48.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
46.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
5.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
5.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RMI2 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
20.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
61.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
52.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
44.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
42.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
37.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
37.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
32.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 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.
RMI2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
38.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
37.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
6.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
5.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
4.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
3.6
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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
