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.
TLNRD1 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
9.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
42.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
30.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
28.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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.
TLNRD1 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
12.9
Number of samples
486
Samples
Sample
Description
TPM
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
51.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
50.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
6.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLNRD1 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
8.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLNRD1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.4
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.
The Human Protein Atlas project is funded
