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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.
TAMM41 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAMM41 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.4
Number of samples
486
Samples
Sample
Description
TPM
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
9.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
6.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
6.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
6.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
6.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
5.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
5.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
5.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
5.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
5.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
5.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
5.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
5.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
4.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
4.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
4.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
4.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
3.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
3.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
3.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
TAMM41 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
9.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAMM41 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
5.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
3.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
3.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
1.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
1.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
