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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.
NCR3LG1 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
3.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
1.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
NCR3LG1 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
16.4
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
56.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
50.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
41.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
40.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
37.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
37.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
6.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
6.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
5.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
5.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
5.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
4.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
3.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
3.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NCR3LG1 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
NCR3LG1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.8
Number of samples
207
Samples
Sample
Description
TPM
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
38.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
36.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
36.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
36.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
6.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
5.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
5.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
4.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
