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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.
KIAA0232 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
7.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
KIAA0232 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
15.2
Number of samples
486
Samples
Sample
Description
TPM
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
KIAA0232 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
7.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.3
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.
KIAA0232 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
14.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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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
