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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.
CLMN is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
CLMN 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
27.1
Number of samples
486
Samples
Sample
Description
TPM
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
83.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
73.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
72.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
71.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
70.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
61.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
56.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
56.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
54.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
53.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
52.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
51.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
49.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
49.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
49.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
48.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
48.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
48.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
48.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
47.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
47.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
46.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
46.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
46.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
46.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
46.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
46.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
46.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
45.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
45.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
45.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
44.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
44.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
44.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
44.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
43.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
43.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
43.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
43.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
42.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
42.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
42.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
41.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
41.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
41.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
41.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
40.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
40.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
40.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
40.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
39.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
38.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
37.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
36.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
36.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
36.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
35.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
35.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
34.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
34.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
32.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
CLMN is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.1
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.
CLMN is potential prognostic, high expression is unfavorable 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
26.9
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
64.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
61.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
60.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
58.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
51.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
50.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
49.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
48.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
47.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
46.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
46.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
46.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
45.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
45.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
42.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
42.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
42.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
41.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
38.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
37.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
36.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
35.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
34.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
34.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
34.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
32.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
1.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.9
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.9
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.9
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.2
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
