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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.
MPC1 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
43.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
135.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
126.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
110.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
110.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
106.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
103.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
97.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
92.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
86.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
83.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
77.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
76.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
71.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
71.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
71.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
70.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
70.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
69.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
68.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
68.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
68.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
67.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
66.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
64.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
64.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
64.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
63.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
63.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
63.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
62.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
62.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
61.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
61.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
61.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
60.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
59.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
59.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
59.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
58.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
57.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
57.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
57.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
57.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
57.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
56.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
56.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
56.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
56.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
55.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
55.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
54.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
54.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
54.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
54.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
53.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
53.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
52.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
52.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
52.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
52.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
52.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
52.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
51.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
51.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
51.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
51.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
51.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
50.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
50.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
50.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
50.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
49.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
49.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
49.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
49.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
48.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
48.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
48.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
48.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
48.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
48.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
47.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
47.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
47.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
47.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
47.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
47.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
47.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
47.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
46.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
46.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
46.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
46.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
46.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
46.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
46.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
45.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
45.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
45.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
45.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
45.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
44.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
44.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
44.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
44.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
43.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
43.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
43.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
43.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
43.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
42.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
42.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
42.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
42.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
42.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
42.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
42.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
41.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
41.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
41.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
41.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
41.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
40.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
40.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
40.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
40.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
40.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
40.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
40.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
39.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
39.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
39.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
39.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
39.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
39.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
38.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
38.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
38.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
38.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
38.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
38.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
38.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
37.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
37.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
37.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
36.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
36.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
36.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
36.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
35.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
35.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
35.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
35.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
34.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
34.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
34.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
34.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
33.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
33.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
33.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
33.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
33.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
32.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
30.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
30.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.5
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.
MPC1 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
24.5
Number of samples
486
Samples
Sample
Description
TPM
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
64.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
62.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
59.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
54.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
52.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
49.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
49.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
47.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
47.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
47.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
46.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
46.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
45.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
45.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
45.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
45.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
44.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
43.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
42.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
41.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
41.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
40.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
40.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
39.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
39.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
39.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
39.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
37.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
37.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
37.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
36.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
36.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
36.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
35.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
33.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.4
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.
MPC1 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
42.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
118.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
110.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
99.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
85.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
82.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
80.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
71.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
68.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
63.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
62.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
61.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
60.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
60.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
59.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
59.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
55.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
54.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
53.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
52.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
52.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
52.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
50.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
50.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
49.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
49.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
48.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
48.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
47.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
47.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
46.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
46.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
45.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
45.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
44.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
44.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
43.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
42.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
41.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
40.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
40.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
39.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
39.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
39.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
38.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
37.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
37.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
36.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
35.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
35.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
33.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
29.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
28.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
MPC1 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
20.9
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
96.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
59.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
41.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
40.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
30.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
1.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
1.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
1.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
1.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
1.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
1.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.9
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.9
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.8
963fc8db-f412-4427-a198-23f660_D2
Normal
0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.9
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.9
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.9
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-1.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-1.5
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
