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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.
MTR 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
5.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
MTR 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
10.2
Number of samples
486
Samples
Sample
Description
TPM
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
9.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
5.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
5.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
5.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
4.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
MTR 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
5.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
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.
MTR 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
9.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
1.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.9
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.8
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.8
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.9
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-1.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-13.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-14.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_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
