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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.
USP45 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
USP45 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
6.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP45 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.3
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.
USP45 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
11.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
46.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
7.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
5.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
