We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TRPM7 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
7.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
TRPM7 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
23.5
Number of samples
486
Samples
Sample
Description
TPM
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
109.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
39.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
37.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
34.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
TRPM7 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
6.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRPM7 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
22.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
42.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
34.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.9
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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
