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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.
MAD2L2 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
28.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
69.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
69.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
62.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
62.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
61.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
58.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
57.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
53.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
52.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
52.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
52.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
51.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
50.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
48.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
48.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
47.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
47.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
46.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
45.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
45.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
44.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
44.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
44.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
43.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
42.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
42.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
42.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
42.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
42.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
41.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
41.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
41.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
41.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
40.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
40.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
39.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
39.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
38.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
38.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
38.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
37.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
37.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
37.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
36.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
35.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
34.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
33.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
33.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
32.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
32.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
31.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
30.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
29.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
29.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
29.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
25.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
MAD2L2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
61.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
40.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAD2L2 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
27.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
68.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
58.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
53.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
52.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
51.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
50.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
49.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
48.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
45.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
45.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
41.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
40.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
40.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
39.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
38.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
34.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
33.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
33.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
30.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
MAD2L2 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.2
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
3.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
