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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLN2 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
6.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
TLN2 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
13.0
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
55.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
33.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
6.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
4.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
4.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
4.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
4.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
4.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
3.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
3.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
3.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
3.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
2.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLN2 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.7
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.
TLN2 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
11.7
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
6.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
5.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
5.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
4.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
2.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.9
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.9
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.8
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.9
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
