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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.
KCTD21 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KCTD21 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
11.6
Number of samples
486
Samples
Sample
Description
TPM
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
4.8
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.
KCTD21 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KCTD21 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
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
43.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
