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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.
CSNK1G1 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
4.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
CSNK1G1 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
14.4
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
CSNK1G1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
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.
CSNK1G1 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
13.1
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
36.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.5
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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.
The Human Protein Atlas project is funded
