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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.
MCAT 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
16.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
37.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
34.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
31.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
MCAT 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
15.4
Number of samples
486
Samples
Sample
Description
TPM
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
MCAT 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
15.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
60.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 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.
MCAT is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
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Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
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Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
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Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.8
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
