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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.
MCRIP1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
47.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
46.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
45.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
43.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
42.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
41.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
41.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
40.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
40.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
40.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
39.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
39.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
39.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
38.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
38.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
37.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
35.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
35.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
35.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
34.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
33.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
32.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
32.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
31.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
31.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
29.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
29.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
25.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MCRIP1 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
10.9
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
6.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
4.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
MCRIP1 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
20.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
45.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
43.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
41.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
39.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
32.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 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.
MCRIP1 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
10.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
2.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
2.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.9
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.9
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.8
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.9
359f5c81-2575-497e-8630-e4866f_D2
Normal
-1.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-1.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-1.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-2.2
b2400046-1d25-429d-a821-6040a6
Tumor
-2.4
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.