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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.
MAN1A1 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
15.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
60.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
56.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
50.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
50.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
50.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
50.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
38.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
35.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
28.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
MAN1A1 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
29.0
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
104.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
85.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
83.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
82.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
63.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
62.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
61.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
59.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
59.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
58.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
58.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
55.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
54.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
54.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
52.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
51.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
51.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
51.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
51.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
50.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
50.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
49.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
49.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
49.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
48.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
47.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
47.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
47.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
47.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
47.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
47.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
46.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
46.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
46.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
45.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
45.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
45.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
44.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
44.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
44.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
44.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
44.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
43.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
43.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
43.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
42.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
42.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
42.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
42.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
42.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
41.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
41.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
41.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
40.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
40.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
40.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
40.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
39.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
39.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
39.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
38.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
38.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
36.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
36.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
36.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
33.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
30.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
MAN1A1 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
16.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
45.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
41.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
41.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
33.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
28.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.4
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.
MAN1A1 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
26.7
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
60.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
53.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
51.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
50.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
50.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
47.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
46.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
45.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
45.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
44.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
44.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
44.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
43.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
43.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
42.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
41.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
41.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
40.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
38.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
38.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
37.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
37.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
37.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
35.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
35.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
34.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
32.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.9
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
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Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
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Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
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Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
-0.1
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Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
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Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
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Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
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Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
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Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
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
